Haifeng Yang

According to our database, Haifeng Yang authored at least 54 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A confidence-aware active learning framework for cross-modal inconsistency in clustering.

Chenhui Shi, Haifeng Yang, Jianghui Cai, Yanting He, Meihong Su, Xujun Zhao, Yaling Xun

Knowl. Based Syst., 2026

PTQNet: Periodic-temporal query network for long-term multivariate time series forecasting.

Yaling Xun, Jiahui Yan, Haifeng Yang, Jianghui Cai, Xing Wang

Inf. Process. Manag., 2026

Multi-view clustering based on the association of graph structure and feature distribution.

Chenhui Shi, Yongjie Xin, Haifeng Yang, Jianghui Cai, Jie Wang, Lichan Zhou, Yanting He, Fuxing Cui, Xujun Zhao, Yaling Xun

Inf. Process. Manag., 2026

Multi-view clustering based on heterogeneous representation learning and tensor weighted low-rank constraints.

Haifeng Yang, Chenhui Shi, Yongjie Xin, Jianghui Cai, Lichan Zhou, Meihong Su, Yanting He, Xujun Zhao, Yaling Xun

Neurocomputing, 2026

DSRJR: A monitoring substitution framework via dual-stream reconstruction and joint representation for fault diagnosis.

Qin Han, Li Jin, Nan Li, Hui Shi, Xiaoyin Nie, Gang Xie, Haifeng Yang

Neurocomputing, 2026

Dynamic UAV task offloading combining deep reinforcement learning and two-stage stochastic optimization.

Yaling Xun, Jinlong Fan, Jifu Zhang, Haifeng Yang, Jianghui Cai, Xing Wang

Future Gener. Comput. Syst., 2026

Autoscaling of microservice resources based on dense connectivity spatio-temporal GNN and Q-learning.

Pengjuan Liang, Yaling Xun, Jianghui Cai, Haifeng Yang

Future Gener. Comput. Syst., 2026

MCMixer: A hybrid time series prediction model for multi-scale time decoupling and dynamic feature dependency modeling.

Kai Zhang, Yaling Xun, Jianghui Cai, Haifeng Yang, Xing Wang

Expert Syst. Appl., 2026

Content suppression mechanisms-based recommendation systems.

Haifeng Yang, Ran Zhang, Jianghui Cai, Jie Wang, Yupeng Wang, Yating Li, Yaling Xun, Xujun Zhao

Expert Syst. Appl., 2026

Low-reliability characteristics augment and recognition based on kinship features space.

Yanting He, Haifeng Yang, Jianghui Cai, Rui Wang, Yuqing Yang, Chenhui Shi, Meihong Su, Xujun Zhao, Yaling Xun

Expert Syst. Appl., 2026

A Novel Framework for temporal knowledge graph reasoning with complex causal relations.

Jianghui Cai, Cuicui Xu, Haifeng Yang, Xin Chen, Aiyu Zheng, Jing Hao, Yaling Xun, Xujun Zhao

Expert Syst. Appl., 2026

SNMatch: A unified diversely sample selection framework for long-tailed semi-supervised learning.

Jianghui Cai, Yan Li, Haifeng Yang, Meihong Su, Yanting He, Chenhui Shi, Jiaxing Wang, Yi Chen

Expert Syst. Appl., 2026

Integrating semi-supervised learning with density tree structures for scalable clustering.

Haifeng Yang, Yanchao Feng, Jianghui Cai, Jie Wang, Yating Li, Xujun Zhao, Yaling Xun

Appl. Soft Comput., 2026

Multi-level contrastive clustering with neighborhood topology preservation.

Yating Li, Jianghui Cai, Haifeng Yang, Jie Wang, Kai Ye

Appl. Soft Comput., 2026

Task offloading in vehicular edge computing based on traffic density-driven task generation.

Jinlong Fan, Yaling Xun, Xing Wang, Haifeng Yang

Ad Hoc Networks, 2026

2025

Sky Background Building of Multi-objective Fiber spectra Based on Mutual Information Network.

Hui Zhang, Jianghui Cai, Haifeng Yang, Ali Luo, Yuqing Yang, Xiao Kong, Zhichao Ding, Lichan Zhou, Qin Han

CoRR, August, 2025

Meta learning-based relevant user identification and aggregation for cold-start recommendation.

Qian Xing, Yaling Xun, Haifeng Yang, Yanfeng Li, Xing Wang

J. Intell. Inf. Syst., June, 2025

DyGraphformer: Transformer combining dynamic spatio-temporal graph network for multivariate time series forecasting.

Shuo Han, Yaling Xun, Jianghui Cai, Haifeng Yang, Yanfeng Li

Neural Networks, 2025

Cross-domain pedestrian trajectory prediction via behavioral pattern-aware multi-instance GCN.

Haifeng Yang, Yi Chen, Jianghui Cai, Yuqing Yang, Lichan Zhou, Jianing Tian, Yan Li, Yaling Xun, Xujun Zhao

Knowl. Based Syst., 2025

Multivariate time series forecasting based on time-frequency transform mixed convolution.

Jiaxin Dou, Yaling Xun, Haifeng Yang, Jianghui Cai, Yanfeng Li, Shuo Han

Knowl. Based Syst., 2025

Sensitivity-propagated dual-frequency graph neural network for multivariate time series forecasting.

Yaling Xun, Shuo Han, Jianghui Cai, Haifeng Yang, Jifu Zhang

Neurocomputing, 2025

Pseudo-intervention based local-to-global causal structure learning.

Dingyuan Liu, Yaling Xun, Haifeng Yang, Jianghui Cai, Yanfeng Li

Neurocomputing, 2025

Three-way clustering based on the graph of local density trend.

Haifeng Yang, Weiqi Wang, Jianghui Cai, Jie Wang, Yating Li, Yaling Xun, Xujun Zhao

Int. J. Approx. Reason., 2025

Interpretable deep classification of time series based on class discriminative prototype learning.

Yupeng Wang, Jianghui Cai, Haifeng Yang, Chenhui Shi, Min Zhang, Jie Wang, Ran Zhang, Xujun Zhao

Intell. Data Anal., 2025

Stable top-k periodic high-utility patterns mining over multi-sequence.

Ziqian Ren, Yaling Xun, Jianghui Cai, Haifeng Yang

Intell. Data Anal., 2025

Application type awareness pod-level and system-level container scheduling.

Zheqi Zhang, Yaling Xun, Haifeng Yang, Jianghui Cai

Future Gener. Comput. Syst., 2025

A short-term memory clustering algorithm for evolving data streams.

Bo Liang, Jianghui Cai, Haifeng Yang, Gao Jie, Yaling Xun, Yupeng Wang, Fujiang Yuan

Appl. Soft Comput., 2025

2024

Higher-order embedded learning for heterogeneous information networks and adaptive POI recommendation.

Yaling Xun, Yujia Wang, Jifu Zhang, Haifeng Yang, Jianghui Cai

Inf. Process. Manag., 2024

A novel graph-attention based multimodal fusion network for joint classification of hyperspectral image and LiDAR data.

Jianghui Cai, Min Zhang, Haifeng Yang, Yanting He, Yuqing Yang, Chenhui Shi, Xujun Zhao, Yaling Xun

Expert Syst. Appl., 2024

A new community detection method for simplified networks by combining structure and attribute information.

Jianghui Cai, Jing Hao, Haifeng Yang, Yuqing Yang, Xujun Zhao, Yaling Xun, Dongchao Zhang

Expert Syst. Appl., 2024

A Versatile Framework for Analyzing Galaxy Image Data by Implanting Human-in-the-loop on a Large Vision Model.

Mingxiang Fu, Yu Song, Jiameng Lv, Liang Cao, Peng Jia, Nan Li, Xiangru Li, Jifeng Liu, A-Li Luo, Bo Qiu, Shiyin Shen, Liangping Tu, Lili Wang, Shoulin Wei, Haifeng Yang, Zhenping Yi, Zhiqiang Zou

CoRR, 2024

2023

A New MC-LSTM Network Structure Designed for Regression Prediction of Time Series.

Haifeng Yang, Juanjuan Hu, Jianghui Cai, Yupeng Wang, Xin Chen, Xujun Zhao, Lili Wang

Neural Process. Lett., December, 2023

Multi-scale fusion and adaptively attentive generative adversarial network for image de-raining.

Haifeng Yang, Jiajia Guo, Yongjie Xin, Jianghui Cai, Min Zhang, Xujun Zhao, Yingyue Zhao, Yanting He

Appl. Intell., December, 2023

A new interest extraction method based on multi-head attention mechanism for CTR prediction.

Haifeng Yang, Linjing Yao, Jianghui Cai, Yupeng Wang, Xujun Zhao

Knowl. Inf. Syst., 2023

A review on semi-supervised clustering.

Jianghui Cai, Jing Hao, Haifeng Yang, Xujun Zhao, Yuqing Yang

Inf. Sci., 2023

Grid-DPC: Improved density peaks clustering based on spatial grid walk.

Bo Liang, Jianghui Cai, Haifeng Yang

Appl. Intell., 2023

2022

ARIS: A Noise Insensitive Data Pre-Processing Scheme for Data Reduction Using Influence Space.

Jianghui Cai, Yuqing Yang, Haifeng Yang, Xujun Zhao, Jing Hao

ACM Trans. Knowl. Discov. Data, 2022

Density clustering with divergence distance and automatic center selection.

Yuqing Yang, Jianghui Cai, Haifeng Yang, Xujun Zhao

Inf. Sci., 2022

Mining relevant partial periodic pattern of multi-source time series data.

Yaling Xun, Linqing Wang, Haifeng Yang, Jianghui Cai

Inf. Sci., 2022

ISBFK-means: A new clustering algorithm based on influence space.

Yuqing Yang, Jianghui Cai, Haifeng Yang, Yating Li, Xujun Zhao

Expert Syst. Appl., 2022

A new cell group clustering algorithm based on validation & correction mechanism.

Bo Liang, Jianghui Cai, Haifeng Yang

Expert Syst. Appl., 2022

Vehicle anomalous trajectory detection algorithm based on road network partition.

Xujun Zhao, Jianhua Su, Jianghui Cai, Haifeng Yang, Tingting Xi

Appl. Intell., 2022

A Trajectory Clustering Method Based on Moving Index Analysis and Modeling.

Yuqing Yang, Jianghui Cai, Haifeng Yang, Xujun Zhao, Jing Liu

IEEE Access, 2022

2021

HBPFP-DC: A parallel frequent itemset mining using Spark.

Yaling Xun, Jifu Zhang, Haifeng Yang, Xiao Qin

Parallel Comput., 2021

A novel discretization algorithm based on multi-scale and information entropy.

Yaling Xun, Qingxia Yin, Jifu Zhang, Haifeng Yang, Xiaohui Cui

Appl. Intell., 2021

2020

TAD: A trajectory clustering algorithm based on spatial-temporal density analysis.

Yuqing Yang, Jianghui Cai, Haifeng Yang, Jifu Zhang, Xujun Zhao

Expert Syst. Appl., 2020

SVM-Lattice: A Recognition & Evaluation Frame for Double-peaked Profiles.

Haifeng Yang, Caixia Qu, Jianghui Cai, Sulan Zhang, Xujun Zhao

CoRR, 2020

WEDA: A Weak Emission-Line Detection Algorithm Based on the Weighted Ranking.

Yongxiang Zhou, Haifeng Yang, Jianghui Cai, Xujun Zhao, Yaling Xun, Caixia Qu

IEEE Access, 2020

CPGAN: Curve Clustering Architecture Based on Projected Latent Vector of Generative Adversarial Network.

Aiyu Zheng, Jianghui Cai, Haifeng Yang, Xujun Zhao

IEEE Access, 2020

SVM-Lattice: A Recognition and Evaluation Frame for Double-Peaked Profiles.

Haifeng Yang, Caixia Qu, Jianghui Cai, Sulan Zhang, Xujun Zhao

IEEE Access, 2020

A Novel Clustering Algorithm Based on DPC and PSO.

Jianghui Cai, Huiling Wei, Haifeng Yang, Xujun Zhao

IEEE Access, 2020

2019

DoPS: A Double-Peaked Profiles Search Method Based on the RS and SVM.

Caixia Qu, Haifeng Yang, Jianghui Cai, Jifu Zhang, Yongxiang Zhou

IEEE Access, 2019

A Novel Algorithm for Initial Cluster Center Selection.

Yating Li, Jianghui Cai, Haifeng Yang, Jifu Zhang, Xujun Zhao

IEEE Access, 2019

2010

A Constructing Method of Decision Tree and Classification Rule Extraction for Incomplete Information System.

Haifeng Yang, Zhihai Xu, Jifu Zhang, Jianghui Cai

Proceedings of the International Conference on Computational Aspects of Social Networks, 2010